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PyLops MPI API

The Application Programming Interface (API) of PyLops MPI enables distributed and parallel processing of large-scale linear algebra operations, inversions and computations.

DistributedArray

.. currentmodule:: pylops_mpi


.. autosummary::
   :toctree: generated/

    Partition
    DistributedArray
    StackedDistributedArray

Linear operators

Templates

.. currentmodule:: pylops_mpi


.. autosummary::
   :toctree: generated/

    MPILinearOperator
    asmpilinearoperator
    MPIStackedLinearOperator

Basic Operators

.. currentmodule:: pylops_mpi.basicoperators


.. autosummary::
   :toctree: generated/

    MPIMatrixMult
    MPIBlockDiag
    MPIStackedBlockDiag
    MPIVStack
    MPIStackedVStack
    MPIHStack
    MPIHalo

Derivatives

.. currentmodule:: pylops_mpi.basicoperators


.. autosummary::
   :toctree: generated/

    MPIFirstDerivative
    MPISecondDerivative
    MPILaplacian
    MPIGradient

Signal Processing

.. currentmodule:: pylops_mpi.signalprocessing


.. autosummary::
   :toctree: generated/

    MPIFredholm1
    MPINonStationaryConvolve1D

Wave-Equation processing

.. currentmodule:: pylops_mpi.waveeqprocessing


.. autosummary::
   :toctree: generated/

    MPIMDC

Solvers

Basic

.. currentmodule:: pylops_mpi.optimization.cls_basic


.. autosummary::
   :toctree: generated/

    CG
    CGLS


.. currentmodule:: pylops_mpi.optimization.basic


.. autosummary::
   :toctree: generated/

    cg
    cgls

Sparsity

.. currentmodule:: pylops_mpi.optimization.cls_sparsity


.. autosummary::
   :toctree: generated/

    ISTA
    FISTA


.. currentmodule:: pylops_mpi.optimization.sparsity


.. autosummary::
   :toctree: generated/

    ista
    fista

Utils

.. currentmodule:: pylops_mpi.DistributedArray


.. autosummary::
   :toctree: generated/

    local_split



.. currentmodule:: pylops_mpi.basicoperators.MatrixMult


.. autosummary::
   :toctree: generated/

    block_gather
    local_block_split
    active_grid_comm


.. currentmodule:: pylops_mpi.utils


.. autosummary::
   :toctree: generated/

    dottest
    benchmark
    mark